B Evidence Grade B Use with Hedging Current

3%

3% — roi for top_brands (2026)

2026  · Case_study  · heyalice.app

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Source: heyalice.app View source
Curated by Aaron Agius  · Founder, Louder Online
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Source verified Evidence graded
Value
3%
Unit
Percentage
Data Vintage
2026
Entity
top_brands
Study Type
Case_study
Geography
US
Trend
Stable
B
Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

64/100 confidence
Extraction
50
Source Trust
0
Citation Chain
90
Independence
30
Methodology
50
Freshness
95
Also cited by
Original Research
U.S. Bank · Original study ↗

Reported by U.S. Bank regarding their use of AI marketing tools.

Study: Case_study n=707 Methodology documented
Industrygeneral Company SizeEnterprise RegionUS RoleAll marketers Channelmulti-channel
Plain Text
top_brands: 3% roi. Source: heyalice.app (2026). Via Lighthouse Research Data — https://lighthousedata.io/data/ai-marketing-automation-roi-2026
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<blockquote cite="https://lighthousedata.io/data/ai-marketing-automation-roi-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>3%</strong> — roi for top_brands<br><small>Source: heyalice.app (2026) · <a href="https://lighthousedata.io/data/ai-marketing-automation-roi-2026" target="_blank" rel="noopener">Lighthouse Data</a></small></blockquote>
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